Whitepaper

Training-platform patterns from
107 companies

A sample-aware whitepaper analyzing 35 months of operating data from 107 companies.

Whitepaper Preview — 5 Key Findings

• 1 Median MAU was 23% among non-mandatory programs (n=75)
• 2 Median MAU was 19% after month 25 of operation (n=60)
• 3 50%+ MAU co-occurred with 10+ monthly content releases
• 4 Median post-compliance MAU decline was 50 percentage points (n=6)
• 5 Findings are descriptive observations, not causal proof or guaranteed outcomes